Prediction of lung cancer risk in Chinese population with genetic‐environment factor using extreme gradient boosting
Sign Up to like & getrecommendations! Published in 2022 at "Cancer Medicine"
DOI: 10.1002/cam4.4800
Abstract: Detecting early‐stage lung cancer is critical to reduce the lung cancer mortality rate; however, existing models based on germline variants perform poorly, and new models are needed. This study aimed to use extreme gradient boosting… read more here.
Keywords: gradient boosting; lung cancer; cancer; extreme gradient ... See more keywords
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-021-06362-3
Abstract: Relative humidity (RH) is one of the important processes in the hydrology cycle which is highly stochastic. Accurate RH prediction can be highly beneficial for several water resources engineering practices. In this study, extreme gradient… read more here.
Keywords: machine learning; gradient boosting; extreme gradient; relative humidity ... See more keywords
Flood susceptibility assessment using extreme gradient boosting (EGB), Iran
Sign Up to like & getrecommendations! Published in 2020 at "Earth Science Informatics"
DOI: 10.1007/s12145-020-00530-0
Abstract: Flood occurs as a result of high intensity and long-term rainfalls accompanied by snowmelt which flow out of the main river channel onto the flood prone areas and damage the buildings, roads, and facilities and… read more here.
Keywords: flood susceptibility; gradient boosting; extreme gradient; boosting egb ... See more keywords
Target-DBPPred: An intelligent model for prediction of DNA-binding proteins using discrete wavelet transform based compression and light eXtreme gradient boosting.
Sign Up to like & getrecommendations! Published in 2022 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2022.105533
Abstract: DNA-protein interaction is a critical biological process that performs influential activities, including DNA transcription and recombination. DBPs (DNA-binding proteins) are closely associated with different kinds of human diseases (asthma, cancer, and AIDS), while some of… read more here.
Keywords: specific scoring; dna; extreme gradient; position specific ... See more keywords
Pavement aggregate shape classification based on extreme gradient boosting
Sign Up to like & getrecommendations! Published in 2020 at "Construction and Building Materials"
DOI: 10.1016/j.conbuildmat.2020.119356
Abstract: Abstract Aggregate plays the role of skeleton filling in asphalt pavements. The shape of the aggregate affects the embedded structure between the aggregates, thus affecting the performance of asphalt concrete. In this study, extreme gradient… read more here.
Keywords: classification; gradient boosting; extreme gradient; aggregate ... See more keywords
Using extreme gradient boosting to identify origin of replication in Saccharomyces cerevisiae via hybrid features.
Sign Up to like & getrecommendations! Published in 2020 at "Genomics"
DOI: 10.1016/j.ygeno.2020.01.017
Abstract: DNA replication is a fundamental task that plays a crucial role in the propagation of all living things on earth. Hence, the accurate identification of its origin could be the key to giving an insightful… read more here.
Keywords: origin replication; dna; identify origin; gradient boosting ... See more keywords
Extreme Gradient Boosting to Predict Atomic Layer Deposition for Platinum Nano-Film Coating
Sign Up to like & getrecommendations! Published in 2023 at "Langmuir"
DOI: 10.1021/acs.langmuir.2c03465
Abstract: Extreme gradient boosting (XGBoost) is an artificial intelligence algorithm capable of high accuracy and low inference time. The current study applies this XGBoost to the production of platinum nano-film coating through atomic layer deposition (ALD).… read more here.
Keywords: platinum nano; time; gradient; gradient boosting ... See more keywords
An Advance Boosting Approach for Multiclass Dry Bean Classification
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Engineering Science and Technology Review"
DOI: 10.25103/jestr.162.14
Abstract: Dry beans, which are produced in large quantities, have the highest level of genetic diversity. The quality of seeds has a significant impact on crop yield. The importance of seed classification to both marketing and… read more here.
Keywords: methodology; classification; seed; extreme gradient ... See more keywords
Extreme Gradient Boosting Based Improved Classification of Blood-Brain-Barrier Drugs
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220612
Abstract: In this study, the analysis based on boosting approach namely linear and tree method are explored in extreme gradient boosting (XGBoost) to classify blood brain barrier drugs using clinical phenotype. The clinical phenotype features of… read more here.
Keywords: blood brain; barrier drugs; brain barrier; gradient boosting ... See more keywords
Identify DNA-Binding Proteins Through the Extreme Gradient Boosting Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2021.821996
Abstract: The exploration of DNA-binding proteins (DBPs) is an important aspect of studying biological life activities. Research on life activities requires the support of scientific research results on DBPs. The decline in many life activities is… read more here.
Keywords: dna binding; binding proteins; life activities; gradient boosting ... See more keywords
Clinical Prediction of Heart Failure in Hemodialysis Patients: Based on the Extreme Gradient Boosting Method
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.889378
Abstract: Background: Heart failure (HF) is the main cause of mortality in hemodialysis (HD) patients. However, it is still a challenge for the prediction of HF in HD patients. Therefore, we aimed to establish and validate… read more here.
Keywords: heart failure; based extreme; prediction; hemodialysis patients ... See more keywords